Triple
T6277085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Weinberg |
E140687
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Gerhard Weinberg
Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
|
E581930
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gerhard Weinberg | Statement: [Weinberg, hasNotableBearer, Gerhard Weinberg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gerhard Weinberg Context triple: [Weinberg, hasNotableBearer, Gerhard Weinberg]
-
A.
Werner R. Heymann
Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
-
B.
Thomas Ehrlich
Thomas Ehrlich is an American legal scholar and academic administrator known for serving as president of Indiana University and for his work promoting civic engagement in higher education.
-
C.
Werner Ahrendt
Werner Ahrendt was a German architect best known for his role in designing the iconic Berlin TV Tower (Fernsehturm) in East Berlin.
-
D.
Wolfgang Mommsen
Wolfgang Mommsen was a prominent German historian known for his influential scholarship on modern German history and Max Weber.
-
E.
Robert M. Speer
Robert M. Speer was an American public official who served as the United States Assistant Secretary of the Army (Financial Management and Comptroller) and later as acting Secretary of the Army.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gerhard Weinberg Triple: [Weinberg, hasNotableBearer, Gerhard Weinberg]
Generated description
Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gerhard Weinberg Target entity description: Gerhard Weinberg is a German-born American historian renowned for his comprehensive scholarship on World War II and the origins and conduct of the Nazi regime.
-
A.
Werner R. Heymann
Werner R. Heymann was a German composer best known for his sophisticated film scores in Hollywood’s Golden Age, particularly for classic comedies and romances.
-
B.
Thomas Ehrlich
Thomas Ehrlich is an American legal scholar and academic administrator known for serving as president of Indiana University and for his work promoting civic engagement in higher education.
-
C.
Werner Ahrendt
Werner Ahrendt was a German architect best known for his role in designing the iconic Berlin TV Tower (Fernsehturm) in East Berlin.
-
D.
Wolfgang Mommsen
Wolfgang Mommsen was a prominent German historian known for his influential scholarship on modern German history and Max Weber.
-
E.
Robert M. Speer
Robert M. Speer was an American public official who served as the United States Assistant Secretary of the Army (Financial Management and Comptroller) and later as acting Secretary of the Army.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c008cc158881908df6ec94a911c736 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c063d96fbc8190a9091456b82762d1 |
completed | March 22, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c519478ed88190913f9e3ccf6368f1 |
completed | March 26, 2026, 11:32 a.m. |
| NEDg | Description generation | batch_69c51eddcd4881909f1d3bee21c42ba2 |
completed | March 26, 2026, 11:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c51f65f2c88190a1d58724b74b6dee |
completed | March 26, 2026, 11:58 a.m. |
Created at: March 22, 2026, 4:26 p.m.